Why did we open-source our inference engine? Read the post

BAAI/bge-reranker-large

Architecture
Parameters
560M
Tasks
Score
Outputs
Score
Max Sequence Length
512 tokens
License

Benchmarks

AskUbuntuDupQuestions

technology reranking en

Quality
ndcg at 10 0.6404
map at 10 0.4835
mrr at 10 0.7114
Performance L4 b1 c16
Query TPS 6.6K
Query p50 41.4ms

CMedQAv1Reranking

medical reranking zh

Quality
map at 10 0.8164
mrr at 10 0.8492

CMedQAv2Reranking

medical reranking zh

Quality
map at 10 0.8361
mrr at 10 0.8697

MMarcoReranking

general reranking zh

Quality
map at 10 0.3638
mrr at 10 0.3668
Performance L4 b1 c16

T2Reranking

general reranking zh

Quality
map at 10 0.5623
mrr at 10 0.7770

Self-hosted inference for search & document processing

Cut API costs by 50x, boost quality with 85+ SOTA models, and keep your data in your own cloud.

Github
1.5K

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